Overview

Dataset statistics

Number of variables31
Number of observations13954
Missing cells2
Missing cells (%)< 0.1%
Duplicate rows36
Duplicate rows (%)0.3%
Total size in memory3.3 MiB
Average record size in memory248.0 B

Variable types

Numeric30
Categorical1

Alerts

Dataset has 36 (0.3%) duplicate rowsDuplicates
Time is highly overall correlated with V12 and 1 other fieldsHigh correlation
V12 is highly overall correlated with TimeHigh correlation
V14 is highly overall correlated with TimeHigh correlation
V21 is highly overall correlated with V22High correlation
V22 is highly overall correlated with V21High correlation
Class is highly imbalanced (96.2%)Imbalance

Reproduction

Analysis started2023-12-05 09:36:30.320970
Analysis finished2023-12-05 09:41:00.600866
Duration4 minutes and 30.28 seconds
Software versionydata-profiling vv4.6.2
Download configurationconfig.json

Variables

Time
Real number (ℝ)

HIGH CORRELATION 

Distinct9480
Distinct (%)67.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10121.162
Minimum0
Maximum24759
Zeros2
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size109.1 KiB
2023-12-05T09:41:00.777920image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile528
Q12984.25
median9086.5
Q317103.5
95-th percentile23336
Maximum24759
Range24759
Interquartile range (IQR)14119.25

Descriptive statistics

Standard deviation7739.6258
Coefficient of variation (CV)0.76469737
Kurtosis-1.2074101
Mean10121.162
Median Absolute Deviation (MAD)6359
Skewness0.3988336
Sum1.4123069 × 108
Variance59901808
MonotonicityIncreasing
2023-12-05T09:41:01.088548image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3767 21
 
0.2%
3770 20
 
0.1%
19912 19
 
0.1%
3750 19
 
0.1%
3749 17
 
0.1%
3766 17
 
0.1%
3760 17
 
0.1%
3755 16
 
0.1%
19913 15
 
0.1%
3756 15
 
0.1%
Other values (9470) 13778
98.7%
ValueCountFrequency (%)
0 2
< 0.1%
1 2
< 0.1%
2 2
< 0.1%
4 1
 
< 0.1%
7 2
< 0.1%
9 1
 
< 0.1%
10 3
< 0.1%
11 1
 
< 0.1%
12 3
< 0.1%
13 1
 
< 0.1%
ValueCountFrequency (%)
24759 3
< 0.1%
24756 1
 
< 0.1%
24754 1
 
< 0.1%
24753 1
 
< 0.1%
24750 1
 
< 0.1%
24749 1
 
< 0.1%
24748 1
 
< 0.1%
24743 1
 
< 0.1%
24740 1
 
< 0.1%
24735 1
 
< 0.1%

V1
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.23567566
Minimum-27.670569
Maximum1.9604966
Zeros0
Zeros (%)0.0%
Negative7606
Negative (%)54.5%
Memory size109.1 KiB
2023-12-05T09:41:01.386292image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-27.670569
5-th percentile-2.8434357
Q1-0.9697859
median-0.31943883
Q31.1626618
95-th percentile1.3288024
Maximum1.9604966
Range29.631065
Interquartile range (IQR)2.1324477

Descriptive statistics

Standard deviation1.7203151
Coefficient of variation (CV)-7.2995024
Kurtosis20.677356
Mean-0.23567566
Median Absolute Deviation (MAD)1.3171021
Skewness-2.9629674
Sum-3288.6182
Variance2.959484
MonotonicityNot monotonic
2023-12-05T09:41:01.669083image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.30252069 36
 
0.3%
0.8986142746 28
 
0.2%
1.012594684 24
 
0.2%
1.284474754 23
 
0.2%
1.109984574 19
 
0.1%
0.8792953968 12
 
0.1%
1.090665696 11
 
0.1%
1.012633321 8
 
0.1%
1.257513327 7
 
0.1%
1.151700111 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-27.67056888 1
< 0.1%
-23.06684166 1
< 0.1%
-18.020508 1
< 0.1%
-18.01856119 1
< 0.1%
-17.46771001 1
< 0.1%
-16.91746827 1
< 0.1%
-16.36792301 1
< 0.1%
-16.35863885 1
< 0.1%
-15.81917872 1
< 0.1%
-15.69480472 1
< 0.1%
ValueCountFrequency (%)
1.960496567 1
< 0.1%
1.685313815 1
< 0.1%
1.622188052 1
< 0.1%
1.616392389 1
< 0.1%
1.605329486 1
< 0.1%
1.592270211 1
< 0.1%
1.586092522 1
< 0.1%
1.575499072 1
< 0.1%
1.573517868 1
< 0.1%
1.571566609 1
< 0.1%

V2
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.28428718
Minimum-34.607649
Maximum10.5586
Zeros0
Zeros (%)0.0%
Negative5309
Negative (%)38.0%
Memory size109.1 KiB
2023-12-05T09:41:01.958993image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-34.607649
5-th percentile-1.3634608
Q1-0.28272827
median0.2529043
Q30.8847413
95-th percentile1.9480446
Maximum10.5586
Range45.166249
Interquartile range (IQR)1.1674696

Descriptive statistics

Standard deviation1.3948043
Coefficient of variation (CV)4.9063216
Kurtosis58.311765
Mean0.28428718
Median Absolute Deviation (MAD)0.58062664
Skewness-2.3651591
Sum3966.9433
Variance1.9454791
MonotonicityNot monotonic
2023-12-05T09:41:02.243960image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4474736062 36
 
0.3%
0.03389619282 28
 
0.2%
0.1854111028 24
 
0.2%
-0.5285973831 23
 
0.2%
0.3680321465 19
 
0.1%
0.0019729342 12
 
0.1%
0.3361088879 11
 
0.1%
0.1854749494 8
 
0.1%
-0.3350856527 7
 
0.1%
-0.011932017 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-34.60764864 1
< 0.1%
-25.93613668 1
< 0.1%
-25.64052693 1
< 0.1%
-15.73297409 1
< 0.1%
-13.63044942 1
< 0.1%
-13.44968402 1
< 0.1%
-12.27372264 1
< 0.1%
-12.11421274 1
< 0.1%
-12.06033872 1
< 0.1%
-11.94389198 1
< 0.1%
ValueCountFrequency (%)
10.55860019 1
< 0.1%
10.11481572 1
< 0.1%
9.802336736 1
< 0.1%
9.669900173 1
< 0.1%
9.508117388 1
< 0.1%
9.223691949 1
< 0.1%
9.213993881 1
< 0.1%
9.133348064 1
< 0.1%
9.092122886 1
< 0.1%
9.067613427 1
< 0.1%

V3
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.84604734
Minimum-24.667741
Maximum4.1017162
Zeros0
Zeros (%)0.0%
Negative2019
Negative (%)14.5%
Memory size109.1 KiB
2023-12-05T09:41:02.538480image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-24.667741
5-th percentile-0.94452732
Q10.40729736
median0.9609777
Q31.6070311
95-th percentile2.5504757
Maximum4.1017162
Range28.769457
Interquartile range (IQR)1.1997337

Descriptive statistics

Standard deviation1.561376
Coefficient of variation (CV)1.8454948
Kurtosis61.376197
Mean0.84604734
Median Absolute Deviation (MAD)0.59920782
Skewness-5.6915608
Sum11805.745
Variance2.4378949
MonotonicityNot monotonic
2023-12-05T09:41:02.818954image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.4957574879 36
 
0.3%
-0.0832970051 28
 
0.2%
1.857002444 24
 
0.2%
-0.5519523239 23
 
0.2%
-0.06140746339 19
 
0.1%
-0.09451009891 12
 
0.1%
-0.0726205572 11
 
0.1%
1.85702487 8
 
0.1%
-0.7486025627 7
 
0.1%
1.170528191 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-24.66774125 1
< 0.1%
-24.20214223 1
< 0.1%
-23.73644341 1
< 0.1%
-23.27063052 1
< 0.1%
-22.80468646 1
< 0.1%
-22.33859051 1
< 0.1%
-21.87231736 1
< 0.1%
-21.40583574 1
< 0.1%
-19.02691234 1
< 0.1%
-18.04310885 1
< 0.1%
ValueCountFrequency (%)
4.101716178 1
< 0.1%
4.079167812 1
< 0.1%
4.029428319 1
< 0.1%
4.017561418 1
< 0.1%
3.945275899 1
< 0.1%
3.940337447 1
< 0.1%
3.934997816 1
< 0.1%
3.920274898 1
< 0.1%
3.90655802 1
< 0.1%
3.874251347 1
< 0.1%

V4
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.30277455
Minimum-4.657545
Maximum11.927512
Zeros0
Zeros (%)0.0%
Negative5786
Negative (%)41.5%
Memory size109.1 KiB
2023-12-05T09:41:03.126216image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.657545
5-th percentile-2.076757
Q1-0.62314103
median0.22010445
Q31.1989417
95-th percentile2.8389124
Maximum11.927512
Range16.585057
Interquartile range (IQR)1.8220827

Descriptive statistics

Standard deviation1.5005948
Coefficient of variation (CV)4.9561458
Kurtosis3.8169217
Mean0.30277455
Median Absolute Deviation (MAD)0.9044274
Skewness0.738839
Sum4224.916
Variance2.2517848
MonotonicityNot monotonic
2023-12-05T09:41:03.456517image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-3.214799282 36
 
0.3%
1.256326169 28
 
0.2%
2.625675359 24
 
0.2%
-1.692216951 23
 
0.2%
1.376844397 19
 
0.1%
1.264449245 12
 
0.1%
1.384967473 11
 
0.1%
2.625659113 8
 
0.1%
-0.8350045662 7
 
0.1%
1.134889395 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-4.657545034 1
< 0.1%
-4.573540467 1
< 0.1%
-4.515824355 1
< 0.1%
-4.464895266 1
< 0.1%
-4.449606341 1
< 0.1%
-4.43421128 1
< 0.1%
-4.283314915 1
< 0.1%
-4.15404692 1
< 0.1%
-4.014689911 1
< 0.1%
-3.97698878 1
< 0.1%
ValueCountFrequency (%)
11.92751187 1
< 0.1%
11.90616991 1
< 0.1%
11.88531289 1
< 0.1%
11.86486808 1
< 0.1%
11.84477659 1
< 0.1%
11.82499023 1
< 0.1%
11.80546921 1
< 0.1%
11.78618036 1
< 0.1%
11.27035233 1
< 0.1%
11.16552584 1
< 0.1%

V5
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.11872994
Minimum-32.092129
Maximum34.099309
Zeros0
Zeros (%)0.0%
Negative8323
Negative (%)59.6%
Memory size109.1 KiB
2023-12-05T09:41:03.908736image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-32.092129
5-th percentile-1.5456513
Q1-0.71715477
median-0.19162655
Q30.35125467
95-th percentile1.8892635
Maximum34.099309
Range66.191438
Interquartile range (IQR)1.0684094

Descriptive statistics

Standard deviation1.2894938
Coefficient of variation (CV)-10.86073
Kurtosis82.994317
Mean-0.11872994
Median Absolute Deviation (MAD)0.5325969
Skewness0.40067986
Sum-1656.7576
Variance1.6627942
MonotonicityNot monotonic
2023-12-05T09:41:04.357943image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.705041053 36
 
0.3%
0.5540913478 28
 
0.2%
-0.8136860245 24
 
0.2%
1.390419382 23
 
0.2%
0.07043737921 19
 
0.1%
0.544228882 12
 
0.1%
0.06057491341 11
 
0.1%
-0.8136662996 8
 
0.1%
1.677730363 7
 
0.1%
-0.7078082777 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-32.092129 1
< 0.1%
-11.62310499 1
< 0.1%
-11.41688056 1
< 0.1%
-11.21442239 1
< 0.1%
-11.19165279 1
< 0.1%
-10.76027573 1
< 0.1%
-10.56465657 1
< 0.1%
-10.42019898 1
< 0.1%
-10.3289879 1
< 0.1%
-10.27474924 1
< 0.1%
ValueCountFrequency (%)
34.09930934 1
< 0.1%
24.36353177 1
< 0.1%
11.97426887 1
< 0.1%
10.95132407 1
< 0.1%
10.65865411 1
< 0.1%
10.4217775 1
< 0.1%
8.869680489 1
< 0.1%
8.568974734 1
< 0.1%
8.489768552 1
< 0.1%
8.393067861 1
< 0.1%

V6
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.12801306
Minimum-23.496714
Maximum21.393069
Zeros0
Zeros (%)0.0%
Negative7915
Negative (%)56.7%
Memory size109.1 KiB
2023-12-05T09:41:04.890121image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-23.496714
5-th percentile-1.2745806
Q1-0.62402485
median-0.14419811
Q30.50849373
95-th percentile3.2692114
Maximum21.393069
Range44.889783
Interquartile range (IQR)1.1325186

Descriptive statistics

Standard deviation1.3203955
Coefficient of variation (CV)10.314537
Kurtosis16.576321
Mean0.12801306
Median Absolute Deviation (MAD)0.5437253
Skewness0.91328076
Sum1786.2943
Variance1.7434442
MonotonicityNot monotonic
2023-12-05T09:41:05.346731image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.762439585 36
 
0.3%
0.7023423327 28
 
0.2%
0.7411976888 24
 
0.2%
3.487250802 23
 
0.2%
-1.100572945 19
 
0.1%
0.7059410018 12
 
0.1%
-1.096974276 11
 
0.1%
0.7411904915 8
 
0.1%
3.434624233 7
 
0.1%
-0.002690672193 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-23.49671393 1
< 0.1%
-16.10717824 1
< 0.1%
-7.574798166 1
< 0.1%
-7.465603306 1
< 0.1%
-7.384811466 1
< 0.1%
-7.130336081 1
< 0.1%
-6.008566854 1
< 0.1%
-5.939789585 1
< 0.1%
-5.841812707 1
< 0.1%
-5.698519198 1
< 0.1%
ValueCountFrequency (%)
21.39306876 1
< 0.1%
10.03392286 1
< 0.1%
7.885720537 1
< 0.1%
7.074413676 1
< 0.1%
6.908958996 1
< 0.1%
6.873579255 1
< 0.1%
6.869369611 1
< 0.1%
6.86668778 1
< 0.1%
6.456410462 1
< 0.1%
6.322360846 1
< 0.1%

V7
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.15729664
Minimum-26.548144
Maximum34.303177
Zeros0
Zeros (%)0.0%
Negative7827
Negative (%)56.1%
Memory size109.1 KiB
2023-12-05T09:41:05.711769image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-26.548144
5-th percentile-1.3190145
Q1-0.61630693
median-0.11196004
Q30.42182975
95-th percentile1.1009365
Maximum34.303177
Range60.851321
Interquartile range (IQR)1.0381367

Descriptive statistics

Standard deviation1.2385826
Coefficient of variation (CV)-7.8741837
Kurtosis107.86661
Mean-0.15729664
Median Absolute Deviation (MAD)0.51762036
Skewness-3.2922139
Sum-2194.9173
Variance1.5340869
MonotonicityNot monotonic
2023-12-05T09:41:06.112323image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.5938465551 36
 
0.3%
0.1556682316 28
 
0.2%
-1.050509509 24
 
0.2%
-1.223488842 23
 
0.2%
0.6103973431 19
 
0.1%
0.1689380404 12
 
0.1%
0.6236671518 11
 
0.1%
-1.050536049 8
 
0.1%
-0.983138876 7
 
0.1%
-0.5062299788 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-26.54814377 1
< 0.1%
-21.92281103 1
< 0.1%
-18.02346767 1
< 0.1%
-17.656788 1
< 0.1%
-17.29065667 1
< 0.1%
-17.10237628 1
< 0.1%
-16.92515204 1
< 0.1%
-16.56036811 1
< 0.1%
-16.53580681 1
< 0.1%
-16.19641866 1
< 0.1%
ValueCountFrequency (%)
34.30317686 1
< 0.1%
12.21924885 1
< 0.1%
10.78408765 1
< 0.1%
8.571717472 1
< 0.1%
8.097593316 1
< 0.1%
8.071854776 1
< 0.1%
7.887490429 1
< 0.1%
6.988376866 1
< 0.1%
6.359748751 1
< 0.1%
5.431270921 1
< 0.1%

V8
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.016147769
Minimum-23.632502
Maximum10.535558
Zeros0
Zeros (%)0.0%
Negative6646
Negative (%)47.6%
Memory size109.1 KiB
2023-12-05T09:41:06.642999image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-23.632502
5-th percentile-0.91584722
Q1-0.18227013
median0.016944504
Q30.26573623
95-th percentile0.95171017
Maximum10.535558
Range34.16806
Interquartile range (IQR)0.44800636

Descriptive statistics

Standard deviation1.2620244
Coefficient of variation (CV)-78.154719
Kurtosis123.90707
Mean-0.016147769
Median Absolute Deviation (MAD)0.21740435
Skewness-7.4139457
Sum-225.32597
Variance1.5927055
MonotonicityNot monotonic
2023-12-05T09:41:07.156165image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.5564510255 36
 
0.3%
0.1963597357 28
 
0.2%
0.4114487108 24
 
0.2%
0.8757863762 23
 
0.2%
-0.4872009722 19
 
0.1%
0.1937641969 12
 
0.1%
-0.489796511 11
 
0.1%
0.4114539019 8
 
0.1%
0.787987656 7
 
0.1%
0.002534982192 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-23.6325024 1
< 0.1%
-23.46459462 1
< 0.1%
-23.24971822 1
< 0.1%
-23.17963967 1
< 0.1%
-23.02234811 1
< 0.1%
-22.85505093 1
< 0.1%
-22.74636999 1
< 0.1%
-22.60571052 1
< 0.1%
-22.58854677 1
< 0.1%
-22.2939819 1
< 0.1%
ValueCountFrequency (%)
10.53555784 1
< 0.1%
10.12438664 1
< 0.1%
9.829462679 1
< 0.1%
9.703019497 1
< 0.1%
9.407979381 1
< 0.1%
9.281646279 1
< 0.1%
8.986474195 1
< 0.1%
8.860266155 1
< 0.1%
8.675685369 1
< 0.1%
8.564943016 1
< 0.1%

V9
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.98982736
Minimum-7.1750966
Maximum10.392889
Zeros0
Zeros (%)0.0%
Negative2576
Negative (%)18.5%
Memory size109.1 KiB
2023-12-05T09:41:07.644917image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-7.1750966
5-th percentile-0.8105181
Q10.28810052
median0.97141386
Q31.6541841
95-th percentile3.0076369
Maximum10.392889
Range17.567985
Interquartile range (IQR)1.3660836

Descriptive statistics

Standard deviation1.2140439
Coefficient of variation (CV)1.2265208
Kurtosis4.0391137
Mean0.98982736
Median Absolute Deviation (MAD)0.68299481
Skewness0.18256622
Sum13812.051
Variance1.4739026
MonotonicityNot monotonic
2023-12-05T09:41:07.971070image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6977195955 36
 
0.3%
1.160758531 28
 
0.2%
1.07822938 24
 
0.2%
2.95498237 23
 
0.2%
0.9205892694 19
 
0.1%
1.159580669 12
 
0.1%
0.9194114079 11
 
0.1%
1.078231736 8
 
0.1%
1.593420605 7
 
0.1%
2.141613052 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-7.175096615 1
< 0.1%
-6.8152729 1
< 0.1%
-6.380124898 1
< 0.1%
-6.356833491 1
< 0.1%
-6.333685156 1
< 0.1%
-6.329800846 1
< 0.1%
-6.310658433 1
< 0.1%
-6.287735948 1
< 0.1%
-6.272790468 1
< 0.1%
-6.264903488 1
< 0.1%
ValueCountFrequency (%)
10.39288882 1
< 0.1%
10.37065798 1
< 0.1%
10.3484067 1
< 0.1%
10.32613305 1
< 0.1%
10.31397373 1
< 0.1%
9.272375626 1
< 0.1%
8.020019438 1
< 0.1%
7.783715685 1
< 0.1%
7.730700798 1
< 0.1%
7.496576798 1
< 0.1%

V10
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.33360918
Minimum-14.166795
Maximum12.259949
Zeros0
Zeros (%)0.0%
Negative9781
Negative (%)70.1%
Memory size109.1 KiB
2023-12-05T09:41:08.326586image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-14.166795
5-th percentile-1.6683469
Q1-0.7865643
median-0.38217108
Q30.12450338
95-th percentile1.1293352
Maximum12.259949
Range26.426744
Interquartile range (IQR)0.91106769

Descriptive statistics

Standard deviation1.233066
Coefficient of variation (CV)-3.6961393
Kurtosis33.943918
Mean-0.33360918
Median Absolute Deviation (MAD)0.46273388
Skewness-0.66014078
Sum-4655.1825
Variance1.5204517
MonotonicityNot monotonic
2023-12-05T09:41:08.642443image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.090180906 36
 
0.3%
-0.5182587848 28
 
0.2%
0.4107441876 24
 
0.2%
-1.398573914 23
 
0.2%
-0.3808835352 19
 
0.1%
-0.5229164241 12
 
0.1%
-0.3855411746 11
 
0.1%
0.4107535029 8
 
0.1%
-0.4721309028 7
 
0.1%
-0.7527771351 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-14.16679466 1
< 0.1%
-13.67054513 1
< 0.1%
-13.34827765 1
< 0.1%
-13.26165171 1
< 0.1%
-13.19341507 1
< 0.1%
-13.17519808 1
< 0.1%
-13.13669837 1
< 0.1%
-13.08889092 1
< 0.1%
-13.0027093 1
< 0.1%
-12.93892931 1
< 0.1%
ValueCountFrequency (%)
12.25994935 1
< 0.1%
12.17440008 1
< 0.1%
12.08882619 1
< 0.1%
12.00322537 1
< 0.1%
11.93639314 1
< 0.1%
11.93301716 1
< 0.1%
11.90686815 1
< 0.1%
11.25401973 1
< 0.1%
9.759894195 1
< 0.1%
9.65628937 1
< 0.1%

V11
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8658466
Minimum-2.595325
Maximum12.018913
Zeros0
Zeros (%)0.0%
Negative3199
Negative (%)22.9%
Memory size109.1 KiB
2023-12-05T09:41:08.922898image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-2.595325
5-th percentile-0.92560932
Q10.069938589
median0.79909419
Q31.6640892
95-th percentile2.5628155
Maximum12.018913
Range14.614238
Interquartile range (IQR)1.5941507

Descriptive statistics

Standard deviation1.1930203
Coefficient of variation (CV)1.3778657
Kurtosis8.807543
Mean0.8658466
Median Absolute Deviation (MAD)0.79335647
Skewness1.2670918
Sum12082.023
Variance1.4232975
MonotonicityNot monotonic
2023-12-05T09:41:09.203986image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1110879642 36
 
0.3%
1.606341951 28
 
0.2%
2.237912364 24
 
0.2%
0.7562874684 23
 
0.2%
0.6677809452 19
 
0.1%
1.606485223 12
 
0.1%
0.6679242167 11
 
0.1%
2.237912077 8
 
0.1%
0.8778195997 7
 
0.1%
0.5949039901 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-2.595325047 1
 
< 0.1%
-2.498729331 1
 
< 0.1%
-2.490789178 1
 
< 0.1%
-2.478855646 1
 
< 0.1%
-2.472735276 3
< 0.1%
-2.471915791 3
< 0.1%
-2.470654195 3
< 0.1%
-2.449773771 1
 
< 0.1%
-2.437157248 1
 
< 0.1%
-2.37237138 1
 
< 0.1%
ValueCountFrequency (%)
12.01891318 1
< 0.1%
11.66920474 1
< 0.1%
11.61972348 1
< 0.1%
11.27792073 1
< 0.1%
11.22847028 1
< 0.1%
11.1524906 1
< 0.1%
11.02705909 1
< 0.1%
10.85301165 1
< 0.1%
10.54526295 1
< 0.1%
10.44684681 1
< 0.1%

V12
Real number (ℝ)

HIGH CORRELATION 

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.5605151
Minimum-17.769143
Maximum3.7748373
Zeros0
Zeros (%)0.0%
Negative11193
Negative (%)80.2%
Memory size109.1 KiB
2023-12-05T09:41:09.503635image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-17.769143
5-th percentile-3.3061839
Q1-2.4743341
median-1.8666186
Q3-0.42528967
95-th percentile0.89297406
Maximum3.7748373
Range21.543981
Interquartile range (IQR)2.0490444

Descriptive statistics

Standard deviation1.5382328
Coefficient of variation (CV)-0.98572123
Kurtosis15.590522
Mean-1.5605151
Median Absolute Deviation (MAD)0.76483127
Skewness-1.6409566
Sum-21775.427
Variance2.3661602
MonotonicityNot monotonic
2023-12-05T09:41:09.784480image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.06265234746 36
 
0.3%
-2.525492525 28
 
0.2%
-2.310505578 24
 
0.2%
-1.875448319 23
 
0.2%
-2.023532466 19
 
0.1%
-2.525080637 12
 
0.1%
-2.023120579 11
 
0.1%
-2.310506402 8
 
0.1%
-2.510867934 7
 
0.1%
-1.361959768 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-17.76914346 1
< 0.1%
-17.63160631 1
< 0.1%
-17.22866224 1
< 0.1%
-17.13130095 1
< 0.1%
-16.72833933 1
< 0.1%
-16.55819714 1
< 0.1%
-16.38805417 1
< 0.1%
-15.96920752 1
< 0.1%
-15.47905248 1
< 0.1%
-15.14498822 1
< 0.1%
ValueCountFrequency (%)
3.774837253 1
< 0.1%
3.607076045 1
< 0.1%
3.606760812 1
< 0.1%
2.771414954 1
< 0.1%
2.313066057 1
< 0.1%
2.171292484 1
< 0.1%
2.163751282 1
< 0.1%
2.158435277 1
< 0.1%
2.152055116 1
< 0.1%
2.13473435 1
< 0.1%

V13
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0085608
Minimum-3.3895101
Maximum4.4654132
Zeros0
Zeros (%)0.0%
Negative2779
Negative (%)19.9%
Memory size109.1 KiB
2023-12-05T09:41:10.064749image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-3.3895101
5-th percentile-1.0252598
Q10.20256713
median1.1070654
Q31.8625855
95-th percentile2.7622098
Maximum4.4654132
Range7.8549233
Interquartile range (IQR)1.6600184

Descriptive statistics

Standard deviation1.1593725
Coefficient of variation (CV)1.1495316
Kurtosis-0.21976
Mean1.0085608
Median Absolute Deviation (MAD)0.80131891
Skewness-0.37083893
Sum14073.457
Variance1.3441445
MonotonicityNot monotonic
2023-12-05T09:41:10.359385image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.2384570315 36
 
0.3%
0.1660467739 28
 
0.2%
0.7711515061 24
 
0.2%
1.673656086 23
 
0.2%
2.151357569 19
 
0.1%
0.1678296401 12
 
0.1%
2.153140435 11
 
0.1%
0.7711479403 8
 
0.1%
1.802666518 7
 
0.1%
2.111418157 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-3.389510119 1
< 0.1%
-3.315213425 1
< 0.1%
-3.202718101 1
< 0.1%
-3.153399893 1
< 0.1%
-3.141239348 1
< 0.1%
-2.974295627 1
< 0.1%
-2.847787057 1
< 0.1%
-2.794071399 1
< 0.1%
-2.792539447 1
< 0.1%
-2.77741166 1
< 0.1%
ValueCountFrequency (%)
4.465413177 1
< 0.1%
3.904562358 1
< 0.1%
3.842704447 1
< 0.1%
3.754715169 1
< 0.1%
3.727865399 1
< 0.1%
3.708994098 1
< 0.1%
3.699423964 1
< 0.1%
3.693197384 1
< 0.1%
3.685569729 1
< 0.1%
3.68245814 1
< 0.1%

V14
Real number (ℝ)

HIGH CORRELATION 

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.84326032
Minimum-19.214325
Maximum7.6922085
Zeros0
Zeros (%)0.0%
Negative2414
Negative (%)17.3%
Memory size109.1 KiB
2023-12-05T09:41:10.683885image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-19.214325
5-th percentile-0.78307092
Q10.26689549
median1.1230583
Q31.5628898
95-th percentile2.0823509
Maximum7.6922085
Range26.906534
Interquartile range (IQR)1.2959943

Descriptive statistics

Standard deviation1.3391979
Coefficient of variation (CV)1.5881192
Kurtosis50.515268
Mean0.84326032
Median Absolute Deviation (MAD)0.5752082
Skewness-4.9389291
Sum11766.854
Variance1.7934509
MonotonicityNot monotonic
2023-12-05T09:41:10.976911image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2157381385 36
 
0.3%
2.428011871 28
 
0.2%
1.647487648 24
 
0.2%
1.405684451 23
 
0.2%
1.919033358 19
 
0.1%
2.430275831 12
 
0.1%
1.921297318 11
 
0.1%
1.64748312 8
 
0.1%
1.610341768 7
 
0.1%
0.8644358912 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-19.21432549 1
< 0.1%
-18.82208674 1
< 0.1%
-18.49377336 1
< 0.1%
-18.04999769 1
< 0.1%
-17.72163835 1
< 0.1%
-17.47592128 1
< 0.1%
-17.23020216 1
< 0.1%
-15.06637436 1
< 0.1%
-14.69072913 1
< 0.1%
-14.66638897 1
< 0.1%
ValueCountFrequency (%)
7.692208544 1
< 0.1%
7.439565532 1
< 0.1%
7.187926027 1
< 0.1%
6.940483847 1
< 0.1%
6.690751884 1
< 0.1%
6.441021469 1
< 0.1%
6.191292913 1
< 0.1%
6.090375414 1
< 0.1%
5.942856872 1
< 0.1%
5.840504717 1
< 0.1%

V15
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.19099129
Minimum-4.1525318
Maximum3.6350415
Zeros0
Zeros (%)0.0%
Negative7306
Negative (%)52.4%
Memory size109.1 KiB
2023-12-05T09:41:11.280396image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.1525318
5-th percentile-2.0161304
Q1-0.77303872
median-0.050635072
Q30.48505007
95-th percentile1.1817577
Maximum3.6350415
Range7.7875733
Interquartile range (IQR)1.2580888

Descriptive statistics

Standard deviation0.97909764
Coefficient of variation (CV)-5.1263995
Kurtosis0.32856475
Mean-0.19099129
Median Absolute Deviation (MAD)0.60821462
Skewness-0.57846602
Sum-2665.0924
Variance0.95863219
MonotonicityNot monotonic
2023-12-05T09:41:11.584089image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.069355893 36
 
0.3%
1.169787788 28
 
0.2%
0.005918309288 24
 
0.2%
0.7105328819 23
 
0.2%
-0.09870020159 19
 
0.1%
1.171045783 12
 
0.1%
-0.09744220703 11
 
0.1%
0.005915793299 8
 
0.1%
0.7647045605 7
 
0.1%
-1.477675769 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-4.15253176 1
< 0.1%
-4.092344269 1
< 0.1%
-3.918266084 1
< 0.1%
-3.879892017 1
< 0.1%
-3.875765094 1
< 0.1%
-3.835366057 1
< 0.1%
-3.650146138 1
< 0.1%
-3.625771028 1
< 0.1%
-3.618059825 1
< 0.1%
-3.614591028 1
< 0.1%
ValueCountFrequency (%)
3.635041517 1
< 0.1%
2.927060213 1
< 0.1%
2.842022601 1
< 0.1%
2.806856084 1
< 0.1%
2.791878356 1
< 0.1%
2.703684691 1
< 0.1%
2.701359326 1
< 0.1%
2.694381552 1
< 0.1%
2.645733097 1
< 0.1%
2.533660621 1
< 0.1%

V16
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.040584364
Minimum-12.227189
Maximum4.8162523
Zeros0
Zeros (%)0.0%
Negative6799
Negative (%)48.7%
Memory size109.1 KiB
2023-12-05T09:41:11.916979image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-12.227189
5-th percentile-1.4235712
Q1-0.52958205
median0.029426292
Q30.53297312
95-th percentile1.2548006
Maximum4.8162523
Range17.043442
Interquartile range (IQR)1.0625552

Descriptive statistics

Standard deviation0.97002036
Coefficient of variation (CV)-23.901332
Kurtosis26.429622
Mean-0.040584364
Median Absolute Deviation (MAD)0.52812612
Skewness-2.8969493
Sum-566.31422
Variance0.9409395
MonotonicityNot monotonic
2023-12-05T09:41:12.196832image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.2552305247 36
 
0.3%
-1.53234065 28
 
0.2%
1.168256269 24
 
0.2%
-0.1496408665 23
 
0.2%
-0.2565887086 19
 
0.1%
-1.531021705 12
 
0.1%
-0.2552697632 11
 
0.1%
1.168253631 8
 
0.1%
0.8141317864 7
 
0.1%
-0.9309545142 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-12.22718928 1
< 0.1%
-11.91148302 1
< 0.1%
-10.68824179 1
< 0.1%
-10.62949739 1
< 0.1%
-10.32201668 1
< 0.1%
-10.26660918 1
< 0.1%
-10.22220317 1
< 0.1%
-10.12239192 1
< 0.1%
-10.11555995 1
< 0.1%
-10.09867066 1
< 0.1%
ValueCountFrequency (%)
4.816252303 1
< 0.1%
4.664235675 1
< 0.1%
4.087801791 1
< 0.1%
3.930881236 1
< 0.1%
3.890837784 1
< 0.1%
3.764085379 1
< 0.1%
3.643091066 1
< 0.1%
3.522099945 1
< 0.1%
3.448417942 1
< 0.1%
3.401112451 1
< 0.1%

V17
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.42027386
Minimum-18.587366
Maximum9.2535263
Zeros0
Zeros (%)0.0%
Negative3874
Negative (%)27.8%
Memory size109.1 KiB
2023-12-05T09:41:12.490184image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-18.587366
5-th percentile-0.75178125
Q1-0.054277896
median0.4150207
Q30.89544451
95-th percentile1.7942309
Maximum9.2535263
Range27.840892
Interquartile range (IQR)0.9497224

Descriptive statistics

Standard deviation1.2268704
Coefficient of variation (CV)2.9192166
Kurtosis81.064584
Mean0.42027386
Median Absolute Deviation (MAD)0.47477949
Skewness-5.7424174
Sum5864.5015
Variance1.505211
MonotonicityNot monotonic
2023-12-05T09:41:12.785892image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.072084985 36
 
0.3%
1.822234493 28
 
0.2%
-0.04472191861 24
 
0.2%
0.08123088306 23
 
0.2%
0.392087355 19
 
0.1%
1.822530964 12
 
0.1%
0.3923838259 11
 
0.1%
-0.04472251155 8
 
0.1%
-0.2079998584 7
 
0.1%
1.350220832 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-18.58736621 1
< 0.1%
-18.38881054 1
< 0.1%
-18.1030037 1
< 0.1%
-17.54203031 1
< 0.1%
-17.50661155 1
< 0.1%
-17.09844421 1
< 0.1%
-16.82534428 1
< 0.1%
-16.66817932 1
< 0.1%
-16.51114335 1
< 0.1%
-16.35409442 1
< 0.1%
ValueCountFrequency (%)
9.25352625 1
< 0.1%
9.207058535 1
< 0.1%
8.538195139 1
< 0.1%
7.893392532 1
< 0.1%
7.766636363 1
< 0.1%
7.733456284 1
< 0.1%
7.611861523 1
< 0.1%
7.573522625 1
< 0.1%
7.454784638 1
< 0.1%
7.413594144 1
< 0.1%

V18
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0010802083
Minimum-8.061208
Maximum4.2956482
Zeros0
Zeros (%)0.0%
Negative6528
Negative (%)46.8%
Memory size109.1 KiB
2023-12-05T09:41:13.063994image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-8.061208
5-th percentile-1.365598
Q1-0.43696565
median0.053609699
Q30.49672482
95-th percentile1.190328
Maximum4.2956482
Range12.356856
Interquartile range (IQR)0.93369047

Descriptive statistics

Standard deviation0.84606288
Coefficient of variation (CV)783.24051
Kurtosis5.7613999
Mean0.0010802083
Median Absolute Deviation (MAD)0.46530696
Skewness-0.91923123
Sum15.073226
Variance0.71582241
MonotonicityNot monotonic
2023-12-05T09:41:13.360562image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4851104315 36
 
0.3%
-1.963373148 28
 
0.2%
0.8383888864 24
 
0.2%
0.8935765687 23
 
0.2%
-0.1384420515 19
 
0.1%
-1.961324276 12
 
0.1%
-0.1363931788 11
 
0.1%
0.8383847886 8
 
0.1%
0.5985189831 7
 
0.1%
-1.004286225 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-8.06120799 1
< 0.1%
-6.920761861 1
< 0.1%
-6.898840133 1
< 0.1%
-6.837834539 1
< 0.1%
-6.792637787 1
< 0.1%
-5.494927642 1
< 0.1%
-5.366659956 1
< 0.1%
-5.322008981 1
< 0.1%
-5.247301106 1
< 0.1%
-5.133153767 1
< 0.1%
ValueCountFrequency (%)
4.295648234 1
< 0.1%
4.199591107 1
< 0.1%
4.115559919 1
< 0.1%
4.093439956 1
< 0.1%
4.071328562 1
< 0.1%
4.054462468 1
< 0.1%
4.049234306 1
< 0.1%
3.832711791 1
< 0.1%
3.65979313 1
< 0.1%
3.042493178 1
< 0.1%

V19
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.086196621
Minimum-4.9327331
Maximum4.5553594
Zeros0
Zeros (%)0.0%
Negative7619
Negative (%)54.6%
Memory size109.1 KiB
2023-12-05T09:41:13.672553image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.9327331
5-th percentile-1.4838198
Q1-0.574853
median-0.087252262
Q30.43521376
95-th percentile1.2388681
Maximum4.5553594
Range9.4880924
Interquartile range (IQR)1.0100668

Descriptive statistics

Standard deviation0.82692494
Coefficient of variation (CV)-9.5934728
Kurtosis0.97773733
Mean-0.086196621
Median Absolute Deviation (MAD)0.50491922
Skewness-0.19565417
Sum-1202.7877
Variance0.68380486
MonotonicityNot monotonic
2023-12-05T09:41:13.974008image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2713148852 36
 
0.3%
-2.149184768 28
 
0.2%
-1.76632442 24
 
0.2%
0.7209114171 23
 
0.2%
-0.4859831063 19
 
0.1%
-2.15237867 12
 
0.1%
-0.4891770087 11
 
0.1%
-1.766318032 8
 
0.1%
-0.03855525702 7
 
0.1%
-0.3260220973 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-4.932733055 1
< 0.1%
-4.575940864 1
< 0.1%
-4.021062314 1
< 0.1%
-3.817501674 1
< 0.1%
-3.816426269 1
< 0.1%
-3.799214953 1
< 0.1%
-3.718810312 1
< 0.1%
-3.673255782 1
< 0.1%
-3.662048182 1
< 0.1%
-3.636757707 1
< 0.1%
ValueCountFrequency (%)
4.555359379 1
< 0.1%
3.365631544 1
< 0.1%
3.166998907 1
< 0.1%
3.126929352 1
< 0.1%
3.097748598 1
< 0.1%
3.048037026 1
< 0.1%
2.895505737 1
< 0.1%
2.864929743 1
< 0.1%
2.862706058 1
< 0.1%
2.771567793 1
< 0.1%

V20
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.022740473
Minimum-13.276034
Maximum8.0125744
Zeros0
Zeros (%)0.0%
Negative7961
Negative (%)57.1%
Memory size109.1 KiB
2023-12-05T09:41:14.263966image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-13.276034
5-th percentile-0.46574838
Q1-0.16235332
median-0.038036907
Q30.13881612
95-th percentile0.74612188
Maximum8.0125744
Range21.288609
Interquartile range (IQR)0.30116944

Descriptive statistics

Standard deviation0.58403814
Coefficient of variation (CV)25.682762
Kurtosis74.306407
Mean0.022740473
Median Absolute Deviation (MAD)0.14513603
Skewness-0.32866295
Sum317.32056
Variance0.34110055
MonotonicityNot monotonic
2023-12-05T09:41:14.543217image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1560890111 36
 
0.3%
-0.2524967714 28
 
0.2%
-0.2404692901 24
 
0.2%
-0.01541492637 23
 
0.2%
0.01366173801 19
 
0.1%
-0.2321321687 12
 
0.1%
0.03402634074 11
 
0.1%
-0.2405100193 8
 
0.1%
0.0936036746 7
 
0.1%
-0.1826254784 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-13.27603434 1
< 0.1%
-12.83404164 1
< 0.1%
-11.74868903 1
< 0.1%
-6.356793991 1
< 0.1%
-5.571503156 1
< 0.1%
-4.82944627 1
< 0.1%
-4.578146919 1
< 0.1%
-4.566619243 1
< 0.1%
-4.56160771 1
< 0.1%
-4.552711329 1
< 0.1%
ValueCountFrequency (%)
8.012574429 1
< 0.1%
7.922140914 1
< 0.1%
7.744222435 1
< 0.1%
7.314347129 1
< 0.1%
6.77338461 1
< 0.1%
5.851380735 1
< 0.1%
5.593470972 1
< 0.1%
5.580589875 1
< 0.1%
5.552956451 1
< 0.1%
5.55076003 1
< 0.1%

V21
Real number (ℝ)

HIGH CORRELATION 

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.068036521
Minimum-11.468435
Maximum22.614889
Zeros0
Zeros (%)0.0%
Negative10070
Negative (%)72.2%
Memory size109.1 KiB
2023-12-05T09:41:14.827877image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-11.468435
5-th percentile-0.53490567
Q1-0.27177794
median-0.13230404
Q30.018677096
95-th percentile0.43146366
Maximum22.614889
Range34.083324
Interquartile range (IQR)0.29045504

Descriptive statistics

Standard deviation0.8739424
Coefficient of variation (CV)-12.845195
Kurtosis248.09917
Mean-0.068036521
Median Absolute Deviation (MAD)0.14477974
Skewness10.026304
Sum-949.38161
Variance0.76377532
MonotonicityNot monotonic
2023-12-05T09:41:15.112586image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.007342802666 36
 
0.3%
0.03151077795 28
 
0.2%
0.167722 24
 
0.2%
-0.2081362659 23
 
0.2%
-0.08858252271 19
 
0.1%
0.03757008636 12
 
0.1%
-0.0825232143 11
 
0.1%
0.1677098814 8
 
0.1%
-0.1051935786 7
 
0.1%
-0.2430197207 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-11.46843491 1
< 0.1%
-11.32284203 1
< 0.1%
-11.27389007 1
< 0.1%
-11.23526649 1
< 0.1%
-11.10249056 1
< 0.1%
-11.09256462 1
< 0.1%
-11.08432368 1
< 0.1%
-6.60880085 1
< 0.1%
-6.599580452 1
< 0.1%
-6.301239164 1
< 0.1%
ValueCountFrequency (%)
22.61488937 1
< 0.1%
22.59954336 1
< 0.1%
22.58898947 1
< 0.1%
22.58067527 1
< 0.1%
22.57971423 1
< 0.1%
22.56568024 1
< 0.1%
15.63145341 1
< 0.1%
14.71821159 1
< 0.1%
12.1948493 1
< 0.1%
11.2107477 1
< 0.1%

V22
Real number (ℝ)

HIGH CORRELATION 

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.15747148
Minimum-8.5936416
Maximum4.5344539
Zeros0
Zeros (%)0.0%
Negative8201
Negative (%)58.8%
Memory size109.1 KiB
2023-12-05T09:41:15.404649image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-8.5936416
5-th percentile-1.0561082
Q1-0.54972311
median-0.12277718
Q30.22899702
95-th percentile0.76795229
Maximum4.5344539
Range13.128095
Interquartile range (IQR)0.77872013

Descriptive statistics

Standard deviation0.62184464
Coefficient of variation (CV)-3.948935
Kurtosis16.328329
Mean-0.15747148
Median Absolute Deviation (MAD)0.38440473
Skewness-1.264677
Sum-2197.357
Variance0.38669076
MonotonicityNot monotonic
2023-12-05T09:41:15.710151image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2508856951 36
 
0.3%
0.2787432829 28
 
0.2%
0.665252616 24
 
0.2%
-0.2725523222 23
 
0.2%
-0.1263433834 19
 
0.1%
0.2734654022 12
 
0.1%
-0.131621264 11
 
0.1%
0.6652631718 8
 
0.1%
-0.2437357731 7
 
0.1%
-0.03424350501 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-8.593641565 1
< 0.1%
-8.55580793 1
< 0.1%
-8.527144872 1
< 0.1%
-8.483441127 1
< 0.1%
-8.454599243 1
< 0.1%
-8.420245605 1
< 0.1%
-5.707800997 1
< 0.1%
-4.432105603 1
< 0.1%
-4.266839413 1
< 0.1%
-4.182957364 1
< 0.1%
ValueCountFrequency (%)
4.534453883 1
< 0.1%
4.393845658 1
< 0.1%
4.359627185 1
< 0.1%
4.327552086 1
< 0.1%
3.880680373 1
< 0.1%
3.661956889 1
< 0.1%
3.312970537 1
< 0.1%
2.815903246 1
< 0.1%
2.466050042 1
< 0.1%
1.985148506 1
< 0.1%

V23
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.035584766
Minimum-19.254328
Maximum13.876221
Zeros0
Zeros (%)0.0%
Negative8542
Negative (%)61.2%
Memory size109.1 KiB
2023-12-05T09:41:16.022199image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-19.254328
5-th percentile-0.40794741
Q1-0.17380672
median-0.045040558
Q30.069750436
95-th percentile0.39954123
Maximum13.876221
Range33.130548
Interquartile range (IQR)0.24355715

Descriptive statistics

Standard deviation0.49980703
Coefficient of variation (CV)-14.045534
Kurtosis335.81398
Mean-0.035584766
Median Absolute Deviation (MAD)0.12184339
Skewness-5.8268779
Sum-496.54982
Variance0.24980707
MonotonicityNot monotonic
2023-12-05T09:41:16.320832image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.3315996894 36
 
0.3%
-0.02733678719 28
 
0.2%
0.03422690551 24
 
0.2%
-0.07078518358 23
 
0.2%
-0.2179992472 19
 
0.1%
-0.0361507822 12
 
0.1%
-0.2268132422 11
 
0.1%
0.0342445335 8
 
0.1%
-0.07186641149 7
 
0.1%
0.01698078948 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-19.25432762 1
< 0.1%
-15.14434034 1
< 0.1%
-11.66999352 1
< 0.1%
-10.47797764 1
< 0.1%
-8.238609977 1
< 0.1%
-7.996810517 1
< 0.1%
-7.028115951 1
< 0.1%
-5.797969763 1
< 0.1%
-5.652870389 1
< 0.1%
-5.547703606 1
< 0.1%
ValueCountFrequency (%)
13.87622086 1
< 0.1%
10.47576998 1
< 0.1%
5.719454825 1
< 0.1%
4.869091362 1
< 0.1%
4.86580292 1
< 0.1%
4.332061451 1
< 0.1%
4.095021042 1
< 0.1%
3.787712783 1
< 0.1%
3.740896577 1
< 0.1%
3.657314697 1
< 0.1%

V24
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.011157819
Minimum-2.5123765
Maximum3.2002012
Zeros0
Zeros (%)0.0%
Negative5917
Negative (%)42.4%
Memory size109.1 KiB
2023-12-05T09:41:16.622455image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-2.5123765
5-th percentile-1.1132414
Q1-0.33965633
median0.060207615
Q30.39273424
95-th percentile0.9294247
Maximum3.2002012
Range5.7125777
Interquartile range (IQR)0.73239058

Descriptive statistics

Standard deviation0.58722529
Coefficient of variation (CV)52.629041
Kurtosis0.37070102
Mean0.011157819
Median Absolute Deviation (MAD)0.35541741
Skewness-0.6465893
Sum155.6962
Variance0.34483354
MonotonicityNot monotonic
2023-12-05T09:41:16.911986image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.00995228 36
 
0.3%
-0.7088033426 28
 
0.2%
0.149376674 24
 
0.2%
0.9576658003 23
 
0.2%
0.3581221092 19
 
0.1%
-0.7082902178 12
 
0.1%
0.358635234 11
 
0.1%
0.1493756477 8
 
0.1%
1.023195918 7
 
0.1%
0.42733221 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-2.51237651 1
< 0.1%
-2.49354476 1
< 0.1%
-2.468338915 1
< 0.1%
-2.203340891 1
< 0.1%
-2.162522517 1
< 0.1%
-2.043850964 1
< 0.1%
-1.919583591 1
< 0.1%
-1.917229919 1
< 0.1%
-1.900995313 1
< 0.1%
-1.871096218 1
< 0.1%
ValueCountFrequency (%)
3.200201195 1
< 0.1%
2.192625557 1
< 0.1%
1.311195214 1
< 0.1%
1.215278822 1
< 0.1%
1.191020981 1
< 0.1%
1.144584533 1
< 0.1%
1.132342138 1
< 0.1%
1.116237078 1
< 0.1%
1.11297017 1
< 0.1%
1.108439997 1
< 0.1%

V25
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.11701922
Minimum-4.7816055
Maximum5.5250927
Zeros0
Zeros (%)0.0%
Negative4881
Negative (%)35.0%
Memory size109.1 KiB
2023-12-05T09:41:17.213311image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.7816055
5-th percentile-0.5967794
Q1-0.13588659
median0.15516194
Q30.3930317
95-th percentile0.7235136
Maximum5.5250927
Range10.306698
Interquartile range (IQR)0.52891829

Descriptive statistics

Standard deviation0.42795313
Coefficient of variation (CV)3.6571184
Kurtosis4.6000734
Mean0.11701922
Median Absolute Deviation (MAD)0.25923665
Skewness-0.52346252
Sum1632.8862
Variance0.18314388
MonotonicityNot monotonic
2023-12-05T09:41:17.518179image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2337301799 36
 
0.3%
0.3930317048 28
 
0.2%
0.06145175576 24
 
0.2%
0.6364714744 23
 
0.2%
0.8146255164 19
 
0.1%
0.38935995 12
 
0.1%
0.8109537617 11
 
0.1%
0.06145909927 8
 
0.1%
0.3598397961 7
 
0.1%
0.397987086 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-4.781605522 1
< 0.1%
-2.577362588 1
< 0.1%
-2.483068889 1
< 0.1%
-2.322905876 1
< 0.1%
-2.224852954 1
< 0.1%
-2.160800368 1
< 0.1%
-2.032068366 1
< 0.1%
-1.959303771 1
< 0.1%
-1.911034464 1
< 0.1%
-1.908217412 1
< 0.1%
ValueCountFrequency (%)
5.525092704 1
< 0.1%
2.4197915 1
< 0.1%
1.9725154 1
< 0.1%
1.964597849 1
< 0.1%
1.951253598 1
< 0.1%
1.824614301 1
< 0.1%
1.799818675 1
< 0.1%
1.727062745 1
< 0.1%
1.701796414 1
< 0.1%
1.685000706 1
< 0.1%

V26
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.035544069
Minimum-1.3385565
Maximum3.5173456
Zeros0
Zeros (%)0.0%
Negative7225
Negative (%)51.8%
Memory size109.1 KiB
2023-12-05T09:41:17.791277image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-1.3385565
5-th percentile-0.75686724
Q1-0.37459552
median-0.035824781
Q30.37527076
95-th percentile1.0582977
Maximum3.5173456
Range4.8559021
Interquartile range (IQR)0.74986628

Descriptive statistics

Standard deviation0.55828963
Coefficient of variation (CV)15.70697
Kurtosis-0.20640024
Mean0.035544069
Median Absolute Deviation (MAD)0.3681671
Skewness0.54596898
Sum495.98194
Variance0.31168731
MonotonicityNot monotonic
2023-12-05T09:41:18.101922image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.8244705574 36
 
0.3%
-0.2315446526 28
 
0.2%
0.07372517454 24
 
0.2%
-0.7110788271 23
 
0.2%
-0.3458153 19
 
0.1%
-0.2326111755 12
 
0.1%
-0.3468818229 11
 
0.1%
0.07372730759 8
 
0.1%
1.043700693 7
 
0.1%
0.4974803579 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-1.338556498 1
< 0.1%
-1.303960093 1
< 0.1%
-1.291802589 1
< 0.1%
-1.243924154 1
< 0.1%
-1.22214642 1
< 0.1%
-1.168869913 1
< 0.1%
-1.168425357 1
< 0.1%
-1.159825403 1
< 0.1%
-1.144272107 1
< 0.1%
-1.14151936 1
< 0.1%
ValueCountFrequency (%)
3.517345612 1
< 0.1%
3.463245654 1
< 0.1%
3.087444274 1
< 0.1%
3.065575697 1
< 0.1%
3.040808202 1
< 0.1%
2.964299508 1
< 0.1%
2.83383666 1
< 0.1%
2.742649339 1
< 0.1%
1.788188782 1
< 0.1%
1.726004108 1
< 0.1%

V27
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.012787264
Minimum-7.9760998
Maximum8.2543756
Zeros0
Zeros (%)0.0%
Negative7024
Negative (%)50.3%
Memory size109.1 KiB
2023-12-05T09:41:18.495563image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-7.9760998
5-th percentile-0.38239551
Q1-0.07686211
median-0.00094996609
Q30.098516122
95-th percentile0.40723788
Maximum8.2543756
Range16.230475
Interquartile range (IQR)0.17537823

Descriptive statistics

Standard deviation0.39954951
Coefficient of variation (CV)31.245896
Kurtosis77.500741
Mean0.012787264
Median Absolute Deviation (MAD)0.084157518
Skewness-2.7744397
Sum178.43348
Variance0.15963981
MonotonicityNot monotonic
2023-12-05T09:41:18.895200image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2413052126 36
 
0.3%
0.01163299465 28
 
0.2%
0.02462278126 24
 
0.2%
0.06801812096 23
 
0.2%
-0.04811112772 19
 
0.1%
0.009743525144 12
 
0.1%
-0.05000059722 11
 
0.1%
0.0246265602 8
 
0.1%
-0.0911029924 7
 
0.1%
-0.009027320707 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-7.976099818 1
 
< 0.1%
-6.695013096 1
 
< 0.1%
-6.573217632 1
 
< 0.1%
-6.126485507 1
 
< 0.1%
-5.944407717 1
 
< 0.1%
-5.775942724 1
 
< 0.1%
-5.336289424 1
 
< 0.1%
-5.187273715 1
 
< 0.1%
-5.107788581 1
 
< 0.1%
-5.045247104 4
< 0.1%
ValueCountFrequency (%)
8.254375597 1
< 0.1%
4.173387153 1
< 0.1%
3.852045639 1
< 0.1%
3.37260278 1
< 0.1%
3.35882175 1
< 0.1%
3.294538356 1
< 0.1%
3.052357687 1
< 0.1%
2.980200657 1
< 0.1%
2.721049888 1
< 0.1%
2.706566162 1
< 0.1%

V28
Real number (ℝ)

Distinct13495
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0021221857
Minimum-3.5753124
Maximum4.8607691
Zeros0
Zeros (%)0.0%
Negative4863
Negative (%)34.9%
Memory size109.1 KiB
2023-12-05T09:41:19.421955image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-3.5753124
5-th percentile-0.33573125
Q1-0.014868504
median0.016238025
Q30.072497095
95-th percentile0.22962182
Maximum4.8607691
Range8.4360815
Interquartile range (IQR)0.087365599

Descriptive statistics

Standard deviation0.25570992
Coefficient of variation (CV)120.49366
Kurtosis67.391284
Mean0.0021221857
Median Absolute Deviation (MAD)0.03938621
Skewness0.26453934
Sum29.612979
Variance0.065387562
MonotonicityNot monotonic
2023-12-05T09:41:19.885980image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.02035863786 36
 
0.3%
0.005579101072 28
 
0.2%
0.0233645967 24
 
0.2%
0.02417281086 23
 
0.2%
0.02095632708 19
 
0.1%
0.00732027843 12
 
0.1%
0.02269750444 11
 
0.1%
0.02336111435 8
 
0.1%
0.003204301062 7
 
0.1%
0.006887830506 7
 
0.1%
Other values (13485) 13779
98.7%
ValueCountFrequency (%)
-3.575312416 1
< 0.1%
-3.50925022 1
< 0.1%
-3.054084903 1
< 0.1%
-2.909294351 1
< 0.1%
-2.738566486 1
< 0.1%
-2.735622762 1
< 0.1%
-2.733887119 1
< 0.1%
-2.534576616 1
< 0.1%
-2.519254702 1
< 0.1%
-2.501568016 1
< 0.1%
ValueCountFrequency (%)
4.860769069 1
< 0.1%
4.712560306 1
< 0.1%
4.556696798 1
< 0.1%
4.157933573 1
< 0.1%
3.89532087 1
< 0.1%
3.854890768 1
< 0.1%
3.553905855 1
< 0.1%
2.782949518 1
< 0.1%
2.686749767 1
< 0.1%
2.619298224 1
< 0.1%

Amount
Real number (ℝ)

Distinct4674
Distinct (%)33.5%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean63.882442
Minimum0
Maximum7712.43
Zeros138
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size109.1 KiB
2023-12-05T09:41:20.292470image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.912
Q15.49
median15.69
Q352.15
95-th percentile266.838
Maximum7712.43
Range7712.43
Interquartile range (IQR)46.66

Descriptive statistics

Standard deviation177.88702
Coefficient of variation (CV)2.7845996
Kurtosis340.68231
Mean63.882442
Median Absolute Deviation (MAD)13.81
Skewness12.777679
Sum891351.71
Variance31643.792
MonotonicityNot monotonic
2023-12-05T09:41:20.802243image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 708
 
5.1%
11.85 593
 
4.2%
15.95 352
 
2.5%
5 299
 
2.1%
0.89 199
 
1.4%
1.98 196
 
1.4%
9.99 183
 
1.3%
89.99 166
 
1.2%
10 164
 
1.2%
14.95 146
 
1.0%
Other values (4664) 10947
78.5%
ValueCountFrequency (%)
0 138
1.0%
0.01 140
1.0%
0.02 6
 
< 0.1%
0.05 5
 
< 0.1%
0.07 2
 
< 0.1%
0.1 1
 
< 0.1%
0.11 1
 
< 0.1%
0.12 3
 
< 0.1%
0.13 1
 
< 0.1%
0.14 2
 
< 0.1%
ValueCountFrequency (%)
7712.43 1
< 0.1%
4002.88 1
< 0.1%
3995.92 1
< 0.1%
3828.04 1
< 0.1%
3669 1
< 0.1%
2909.97 1
< 0.1%
2746.34 1
< 0.1%
2540.42 1
< 0.1%
2452.03 1
< 0.1%
2126.13 1
< 0.1%

Class
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing1
Missing (%)< 0.1%
Memory size109.1 KiB
0.0
13897 
1.0
 
56

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters41859
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.0 13897
99.6%
1.0 56
 
0.4%
(Missing) 1
 
< 0.1%

Length

2023-12-05T09:41:21.308154image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-05T09:41:21.683101image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
0.0 13897
99.6%
1.0 56
 
0.4%

Most occurring characters

ValueCountFrequency (%)
0 27850
66.5%
. 13953
33.3%
1 56
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 27906
66.7%
Other Punctuation 13953
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 27850
99.8%
1 56
 
0.2%
Other Punctuation
ValueCountFrequency (%)
. 13953
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 41859
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 27850
66.5%
. 13953
33.3%
1 56
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 41859
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 27850
66.5%
. 13953
33.3%
1 56
 
0.1%

Interactions

2023-12-05T09:40:48.991161image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:37.329045image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:55.230079image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:05.848730image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:14.606997image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:22.598047image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:31.032907image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:39.882971image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:47.182367image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:56.083878image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:03.436941image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:12.442983image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:22.193110image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:30.439979image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:38.595739image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:46.957573image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:55.653568image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:03.147588image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:12.156757image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:20.238505image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:28.847261image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:36.383688image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:44.382257image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:52.537024image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:01.430613image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:10.410822image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:17.480987image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:26.023939image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:33.101437image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:42.039128image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:50.693550image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:38.440434image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:55.922267image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:06.079297image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:14.843446image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:22.919218image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:31.269466image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:40.203408image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:47.425272image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:56.318120image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:03.672565image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:12.676261image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:22.572807image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:30.659655image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:38.935008image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:47.197002image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:55.912631image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:03.385728image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:12.390944image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:20.612967image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:29.086783image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:36.737094image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:44.615937image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:52.861940image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:01.668974image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:10.661947image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:17.719000image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:26.251619image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:33.346029image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:42.281882image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:51.047258image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:39.456751image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:56.604873image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:06.302710image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:15.076381image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:23.294439image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:31.497020image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:40.567680image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:47.655503image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:56.552258image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:03.924838image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:12.906373image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:22.934835image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:30.880698image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:39.234744image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:47.421398image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:38:56.163045image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:03.626994image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:12.627427image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:20.981726image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:29.316777image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:37.056731image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:44.854090image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:39:53.236661image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:01.905566image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:10.897120image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:17.963058image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:26.478683image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:33.591440image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:42.502115image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:51.435224image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:40.174433image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:36:57.155270image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:06.796697image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:15.318652image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:23.674275image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:31.735979image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:40.864482image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:47.871891image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:37:56.799402image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
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2023-12-05T09:40:41.772950image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-05T09:40:48.743986image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Correlations

2023-12-05T09:41:21.986648image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
AmountClassTimeV1V10V11V12V13V14V15V16V17V18V19V2V20V21V22V23V24V25V26V27V28V3V4V5V6V7V8V9
Amount1.0000.0180.028-0.1110.005-0.056-0.0700.0490.068-0.121-0.0520.1200.0150.036-0.4190.1680.1950.096-0.0640.0090.0470.049-0.1560.0430.0200.069-0.2860.220-0.0730.0600.040
Class0.0181.0000.022-0.064-0.0950.098-0.104-0.033-0.106-0.011-0.089-0.078-0.0560.0230.0980.0520.0390.0180.017-0.048-0.0170.0400.0690.029-0.1010.106-0.052-0.087-0.0850.048-0.092
Time0.0280.0221.0000.083-0.2470.302-0.5730.4610.533-0.2190.0180.3900.148-0.084-0.058-0.125-0.111-0.002-0.005-0.0490.098-0.041-0.084-0.0410.0480.066-0.0960.015-0.185-0.0050.487
V1-0.111-0.0640.0831.0000.0310.056-0.0730.1040.1760.1190.1910.018-0.0630.075-0.424-0.187-0.118-0.1170.002-0.0000.399-0.021-0.150-0.061-0.388-0.001-0.202-0.029-0.319-0.0930.061
V100.005-0.095-0.2470.0311.000-0.013-0.020-0.099-0.134-0.0090.151-0.121-0.1220.1040.0630.067-0.078-0.0820.1030.020-0.0490.094-0.045-0.073-0.0540.2170.0460.132-0.033-0.101-0.378
V11-0.0560.0980.3020.056-0.0131.000-0.1210.1460.382-0.1190.0820.1580.106-0.104-0.032-0.0370.0150.0640.172-0.023-0.1120.051-0.073-0.0750.012-0.030-0.038-0.026-0.0840.0480.130
V12-0.070-0.104-0.573-0.073-0.020-0.1211.000-0.268-0.4920.125-0.235-0.357-0.0680.0260.0410.0220.2060.132-0.0480.0360.009-0.0200.1350.047-0.033-0.036-0.051-0.0420.1190.025-0.272
V130.049-0.0330.4610.104-0.0990.146-0.2681.0000.284-0.1260.1010.2140.059-0.0460.0320.089-0.142-0.0490.0080.0080.0710.027-0.1010.006-0.0010.0770.0580.018-0.070-0.1650.210
V140.068-0.1060.5330.176-0.1340.382-0.4920.2841.000-0.0760.1240.2590.139-0.057-0.050-0.211-0.019-0.0960.126-0.0160.0160.032-0.174-0.015-0.1230.072-0.0490.021-0.1950.1040.260
V15-0.121-0.011-0.2190.119-0.009-0.1190.125-0.126-0.0761.000-0.015-0.1830.020-0.0110.0810.0520.1060.0610.1010.005-0.091-0.0860.085-0.014-0.194-0.1500.118-0.1630.105-0.106-0.167
V16-0.052-0.0890.0180.1910.1510.082-0.2350.1010.124-0.0151.000-0.2870.184-0.079-0.0210.107-0.033-0.2240.047-0.0260.0520.189-0.139-0.004-0.218-0.1070.053-0.072-0.1620.069-0.184
V170.120-0.0780.3900.018-0.1210.158-0.3570.2140.259-0.183-0.2871.000-0.2500.019-0.074-0.115-0.0660.0190.173-0.006-0.053-0.0990.0200.0350.0530.245-0.2500.068-0.2530.0890.219
V180.015-0.0560.148-0.063-0.1220.106-0.0680.0590.1390.0200.184-0.2501.0000.1000.067-0.0250.0400.035-0.202-0.0630.0250.0100.015-0.004-0.0020.0010.0330.041-0.0510.0740.123
V190.0360.023-0.0840.0750.104-0.1040.026-0.046-0.057-0.011-0.0790.0190.1001.000-0.0500.268-0.008-0.007-0.127-0.0060.006-0.0660.010-0.067-0.071-0.057-0.0110.129-0.0700.013-0.081
V2-0.4190.098-0.058-0.4240.063-0.0320.0410.032-0.0500.081-0.021-0.0740.067-0.0501.0000.076-0.103-0.110-0.002-0.008-0.323-0.0070.1870.0470.0790.2090.314-0.1110.460-0.090-0.228
V200.1680.052-0.125-0.1870.067-0.0370.0220.089-0.2110.0520.107-0.115-0.0250.2680.0761.0000.0340.024-0.1720.059-0.1110.0570.1030.1640.002-0.0830.1450.0220.2190.023-0.138
V210.1950.039-0.111-0.118-0.0780.0150.206-0.142-0.0190.106-0.033-0.0660.040-0.008-0.1030.0341.0000.594-0.2050.021-0.002-0.0410.0170.1090.100-0.001-0.1530.062-0.1080.082-0.137
V220.0960.018-0.002-0.117-0.0820.0640.132-0.049-0.0960.061-0.2240.0190.035-0.007-0.1100.0240.5941.000-0.2540.005-0.031-0.0850.082-0.0640.318-0.018-0.1300.0580.0020.0520.074
V23-0.0640.017-0.0050.0020.1030.172-0.0480.0080.1260.1010.0470.173-0.202-0.127-0.002-0.172-0.205-0.2541.0000.131-0.2760.0800.0510.067-0.0620.072-0.095-0.102-0.1330.085-0.058
V240.009-0.048-0.049-0.0000.020-0.0230.0360.008-0.0160.005-0.026-0.006-0.063-0.006-0.0080.0590.0210.0050.1311.000-0.016-0.031-0.0420.0760.036-0.037-0.094-0.226-0.006-0.055-0.017
V250.047-0.0170.0980.399-0.049-0.1120.0090.0710.016-0.0910.052-0.0530.0250.006-0.323-0.111-0.002-0.031-0.276-0.0161.000-0.165-0.034-0.055-0.316-0.021-0.0980.051-0.262-0.0380.178
V260.0490.040-0.041-0.0210.0940.051-0.0200.0270.032-0.0860.189-0.0990.010-0.066-0.0070.057-0.041-0.0850.080-0.031-0.1651.000-0.230-0.0040.0370.057-0.0670.020-0.0550.0320.008
V27-0.1560.069-0.084-0.150-0.045-0.0730.135-0.101-0.1740.085-0.1390.0200.0150.0100.1870.1030.0170.0820.051-0.042-0.034-0.2301.0000.4120.037-0.0480.0300.015-0.0270.182-0.041
V280.0430.029-0.041-0.061-0.073-0.0750.0470.006-0.015-0.014-0.0040.035-0.004-0.0670.0470.1640.109-0.0640.0670.076-0.055-0.0040.4121.0000.0240.049-0.081-0.033-0.0430.134-0.091
V30.020-0.1010.048-0.388-0.0540.012-0.033-0.001-0.123-0.194-0.2180.053-0.002-0.0710.0790.0020.1000.318-0.0620.036-0.3160.0370.0370.0241.0000.060-0.0370.0300.171-0.0690.117
V40.0690.1060.066-0.0010.217-0.030-0.0360.0770.072-0.150-0.1070.2450.001-0.0570.209-0.083-0.001-0.0180.072-0.037-0.0210.057-0.0480.0490.0601.000-0.0300.1320.0020.049-0.119
V5-0.286-0.052-0.096-0.2020.046-0.038-0.0510.058-0.0490.1180.053-0.2500.033-0.0110.3140.145-0.153-0.130-0.095-0.094-0.098-0.0670.030-0.081-0.037-0.0301.0000.1460.3800.001-0.209
V60.220-0.0870.015-0.0290.132-0.026-0.0420.0180.021-0.163-0.0720.0680.0410.129-0.1110.0220.0620.058-0.102-0.2260.0510.0200.015-0.0330.0300.1320.1461.000-0.2370.4270.041
V7-0.073-0.085-0.185-0.319-0.033-0.0840.119-0.070-0.1950.105-0.162-0.253-0.051-0.0700.4600.219-0.1080.002-0.133-0.006-0.262-0.055-0.027-0.0430.1710.0020.380-0.2371.000-0.407-0.204
V80.0600.048-0.005-0.093-0.1010.0480.025-0.1650.104-0.1060.0690.0890.0740.013-0.0900.0230.0820.0520.085-0.055-0.0380.0320.1820.134-0.0690.0490.0010.427-0.4071.000-0.048
V90.040-0.0920.4870.061-0.3780.130-0.2720.2100.260-0.167-0.1840.2190.123-0.081-0.228-0.138-0.1370.074-0.058-0.0170.1780.008-0.041-0.0910.117-0.119-0.2090.041-0.204-0.0481.000

Missing values

2023-12-05T09:40:59.104849image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-05T09:40:59.948687image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2023-12-05T09:41:00.413946image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
00-1.359807-0.0727812.5363471.378155-0.3383210.4623880.2395990.0986980.3637870.090794-0.551600-0.617801-0.991390-0.3111691.468177-0.4704010.2079710.0257910.4039930.251412-0.0183070.277838-0.1104740.0669280.128539-0.1891150.133558-0.021053149.620.0
101.1918570.2661510.1664800.4481540.060018-0.082361-0.0788030.085102-0.255425-0.1669741.6127271.0652350.489095-0.1437720.6355580.463917-0.114805-0.183361-0.145783-0.069083-0.225775-0.6386720.101288-0.3398460.1671700.125895-0.0089830.0147242.690.0
21-1.358354-1.3401631.7732090.379780-0.5031981.8004990.7914610.247676-1.5146540.2076430.6245010.0660840.717293-0.1659462.345865-2.8900831.109969-0.121359-2.2618570.5249800.2479980.7716790.909412-0.689281-0.327642-0.139097-0.055353-0.059752378.660.0
31-0.966272-0.1852261.792993-0.863291-0.0103091.2472030.2376090.377436-1.387024-0.054952-0.2264870.1782280.507757-0.287924-0.631418-1.059647-0.6840931.965775-1.232622-0.208038-0.1083000.005274-0.190321-1.1755750.647376-0.2219290.0627230.061458123.500.0
42-1.1582330.8777371.5487180.403034-0.4071930.0959210.592941-0.2705330.8177390.753074-0.8228430.5381961.345852-1.1196700.175121-0.451449-0.237033-0.0381950.8034870.408542-0.0094310.798278-0.1374580.141267-0.2060100.5022920.2194220.21515369.990.0
52-0.4259660.9605231.141109-0.1682520.420987-0.0297280.4762010.260314-0.568671-0.3714071.3412620.359894-0.358091-0.1371340.5176170.401726-0.0581330.068653-0.0331940.084968-0.208254-0.559825-0.026398-0.371427-0.2327940.1059150.2538440.0810803.670.0
641.2296580.1410040.0453711.2026130.1918810.272708-0.0051590.0812130.464960-0.099254-1.416907-0.153826-0.7510630.1673720.050144-0.4435870.002821-0.611987-0.045575-0.219633-0.167716-0.270710-0.154104-0.7800550.750137-0.2572370.0345070.0051684.990.0
77-0.6442691.4179641.074380-0.4921990.9489340.4281181.120631-3.8078640.6153751.249376-0.6194680.2914741.757964-1.3238650.686133-0.076127-1.222127-0.3582220.324505-0.1567421.943465-1.0154550.057504-0.649709-0.415267-0.051634-1.206921-1.08533940.800.0
87-0.8942860.286157-0.113192-0.2715262.6695993.7218180.3701450.851084-0.392048-0.410430-0.705117-0.110452-0.2862540.074355-0.328783-0.210077-0.4997680.1187650.5703280.052736-0.073425-0.268092-0.2042331.0115920.373205-0.3841570.0117470.14240493.200.0
99-0.3382621.1195931.044367-0.2221870.499361-0.2467610.6515830.069539-0.736727-0.3668461.0176140.8363901.006844-0.4435230.1502190.739453-0.5409800.4766770.4517730.203711-0.246914-0.633753-0.120794-0.385050-0.0697330.0941990.2462190.0830763.680.0
TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
13944247431.2323590.0269590.3956520.881207-0.1630710.077109-0.3086530.0430072.011372-0.562191-0.232673-2.9292120.1639391.661912-0.491244-0.3768980.933747-0.528744-0.129705-0.278200-0.408830-0.7792330.007874-0.5223050.3794500.298467-0.042846-0.0058814.950.0
13945247481.279499-1.1572830.466173-1.026907-1.501706-0.906143-0.760861-0.425278-0.7414080.9793040.659012-2.7979933.2548250.937938-0.274291-0.4653921.1824210.123115-0.495677-0.044378-0.275804-0.386897-0.0774210.3505520.355096-0.262535-0.0135250.039016139.900.0
13946247491.061662-0.4655851.2265680.253467-0.7530720.919268-1.0259930.4271262.303447-0.7319802.212023-1.3560640.9490011.243624-1.173423-0.5169551.220471-0.707659-0.172112-0.185286-0.275893-0.3052720.136545-0.275365-0.0869510.945988-0.036805-0.00812620.000.0
13947247501.1449930.0240420.7487191.001344-0.629653-0.481646-0.256794-0.0324831.622957-0.3741781.998779-1.7995080.4980931.774423-1.554119-0.1272000.6453280.1120080.228862-0.188800-0.318660-0.6100700.0344440.4802930.3338310.202200-0.062120-0.00091923.350.0
1394824753-0.5657800.7549770.7378250.030154-1.3833910.2681070.6875640.2287570.648610-0.8138601.967346-1.7453762.1494601.877504-0.0979940.6297490.2910850.6207860.909800-0.046313-0.217212-0.5462070.358494-0.016505-0.7938560.699716-0.195727-0.104007232.000.0
13949247541.252924-0.182189-0.802716-0.2109811.9167133.643624-0.7787110.8182951.706962-0.5394810.524218-2.2249831.5063681.469584-0.6700820.1228060.247449-0.0198110.418664-0.001336-0.497088-1.2112850.0438090.9641590.4420300.261483-0.0514020.00511223.740.0
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1395124759-6.053652-5.9887230.810413-0.0118111.308135-0.590803-0.725838-0.2348401.6246460.8166192.557427-2.4806791.7574150.307835-0.6673601.4245420.717358-1.323944-0.091943-2.982379-0.7719701.4746683.176363-0.3024100.052529-0.373871-0.7004632.50844360.000.0
13952247591.169121-1.2849450.032717-0.6816700.6605984.412578-1.9131151.0765921.5012300.089684-0.085081-2.3926191.8775020.643433-1.206728-1.2622560.5632951.845204-0.471718-0.265041-0.557596-0.882435-0.0415230.9754450.2972290.5505150.0150290.03206790.000.0
1395324759-6.9171525.854171-1.652458-1.488884-0.833891-0.3444180.3937890.3799686.1335978.0632613.074405-1.8225491.637008-1.0107150.231682-0.3494890.262064-0.188737-1.0087233.469163-1.404681-1.1246940.174333-0.5282340.990685-0.0358751.071374-0.168831NaNNaN

Duplicate rows

Most frequently occurring

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass# duplicates
2741.0383700.1274860.1844561.1099500.4416990.945283-0.0367150.3509950.118950-0.2432890.5780630.674730-0.5342310.4466011.122885-1.7680011.241157-2.449500-1.747255-0.3355200.1025200.6050890.023092-0.6264630.479120-0.1669370.0812470.0011921.180.04
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297602-4.5166264.366391-0.2822250.641568-0.6942871.493967-2.719045-7.4277532.3013251.868013-0.161406-1.5213602.8282641.4695450.5148580.0684060.9074030.6829990.420313-0.8381707.252584-2.8582660.930979-0.6680590.258568-0.3395740.719033-0.0324622.000.04
3012587-5.7084114.794625-1.1554860.421606-0.5881951.152312-1.428505-6.0650013.7836634.4053182.358507-1.5756300.7221630.792439-1.023994-1.3633091.055981-0.0593990.180724-1.5481095.441096-0.9559161.0079340.045643-1.318965-0.915560-5.0452470.2114211.000.04
33217231.1390280.7659461.0847752.816572-0.316182-0.7782190.117135-0.2870140.3790550.2855731.052661-1.9264672.5296041.560647-0.3374350.4897860.230765-0.316660-1.419230-0.135236-0.172342-0.2689030.0814910.8556130.355771-0.149349-0.0302250.02696312.130.04
34240500.783460-0.7665381.3312551.812482-0.9299911.318111-0.9799650.4727862.619051-0.5854811.053027-1.7658090.3283101.034281-2.276501-0.4414640.9225000.463104-0.140250-0.0021700.0273650.410787-0.294227-0.3252630.518533-0.1407640.0429810.031839150.000.04
35246461.1008280.1158191.5390311.643405-0.7537810.227847-0.6293080.0859862.116901-0.7051410.689061-1.1923022.4797130.819953-1.038317-0.6678171.044128-0.714929-0.666192-0.187548-0.273328-0.1664270.0926070.3742180.335810-0.4884610.0709950.0304461.000.04
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